Stephen Murphy

Sales, marketing, engineering, and creative projects, app development, data science, ML, AI

[Stephen Murphy @stephenjmurph]

Meet "Deal Sweeper" -- A remixed Minesweeper game for #sales! I just coded this in a couple hours from scratch with @OpenAI, using @Firebase and @Replit.
Try it out here: https://t.co/bjEM4WwbAm
Uncover "deals" and move to the next level.
#reactjs #game #leaderboard

[Stephen Murphy @stephenjmurph]

@JakeFleshner deterministic AI

[Stephen Murphy @stephenjmurph]

@barrowjoseph @DenisPeskoff Does this mean all of those laws of cities are literally not on the Internet whatsoever so you had to look at old papers to OCR? And then wouldn’t they be outdated?

[Stephen Murphy @stephenjmurph]

@tylertaewook Which one 🇺🇸🇺🇸🇺🇸🇺🇸 ?

[LawEngine @LawEngineAI]

The legal industry has a hallucination problem.
Back in 2024, a peer-reviewed Stanford study tested the two biggest names in legal AI — Lexis+ AI and Westlaw — and found they hallucinated between 17–33% of the time. Even with purpose-built retrieval systems.
These tools have improved since. But the underlying architecture hasn't fundamentally changed.
Probabilistic confidence is still not the same as verified truth.
We're building something different — where citation verification isn't probabilistic. It's deterministic.
No confidence scores. No "likely accurate." Just: verified or not verified.
The math is different here. The architecture is different here.
More soon. 🔒
(source in comments ↓)
#LegalAI #LegalTech #IllinoisLaw #LawEngine #DeterministicAI

[Stephen Murphy @stephenjmurph]

@openlayerco Ah missed it!

[Stephen Murphy @stephenjmurph]

@tomcrawshaw01 SEARCH

[Stephen Murphy @stephenjmurph]

@aaditsh Ai

[Stephen Murphy @stephenjmurph]

@auskiwidog @Matt_Pinner Agree 👍

[Stephen Murphy @stephenjmurph]

@brian_g_peters @PayPal @Shopify @brian_g_peters - awesome man! Go Mustangs! Would love to connect more.

[Stephen Murphy @stephenjmurph]

@RepJeffries Dude. Losing respect for you. Grow actual balls. This moment calls for.

[Stephen Murphy @stephenjmurph]

@grok @MrPi3143 @KanezaDiane @ChatGPT I was impressed by how quickly I could develop Pairapy with AI assistance. From idea to working app in only a few hours, it's designed to help couples enhance communication through AI support. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@_aicoiner @ChatGPT I was surprised at how fast I could create Pairapy with AI help. From concept to fully functional app in just a few hours, it’s helping couples improve communication with AI guidance. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@jojototh @ChatGPT I was surprised at how fast I could create Pairapy with AI help. From concept to fully functional app in just a few hours, it’s helping couples improve communication with AI guidance. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@FrancescoD_Ales @ChatGPT I was surprised at how fast I could create Pairapy with AI help. From concept to fully functional app in just a few hours, it’s helping couples improve communication with AI guidance. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@cerpow @ChatGPT I was surprised at how fast I could create Pairapy with AI help. From concept to fully functional app in just a few hours, it’s helping couples improve communication with AI guidance. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@EazyFUD @ChatGPT @mipramieth I was surprised at how fast I could create Pairapy with AI help. From concept to fully functional app in just a few hours, it’s helping couples improve communication with AI guidance. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@joshua_cleopas @ChatGPT I was surprised at how fast I could create Pairapy with AI help. From concept to fully functional app in just a few hours, it’s helping couples improve communication with AI guidance. #builtwithAI https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@KINGK_ARC @ChatGPT @Google Just released Pairapy — built in just a few hours with https://t.co/t7ewJu29I6 assisting with the coding. It’s amazing how AI empowers developers to create meaningful tools in no time. This one’s designed for couples therapy. #AIcoding #DevTools https://t.co/L2l7tXVOUR

[Stephen Murphy @stephenjmurph]

@iAnonymous3000 @OpenAI Just released Pairapy — built in just a few hours with https://t.co/t7ewJu2HxE assisting with the coding. It’s amazing how AI empowers developers to create meaningful tools in no time. This one’s designed for couples therapy. #AIcoding #DevTools https://t.co/L2l7tXWmKp

[Stephen Murphy @stephenjmurph]

@SvenneWinter @OpenAI @udiomusic Just released Pairapy — built in just a few hours with https://t.co/t7ewJu2HxE assisting with the coding. It’s amazing how AI empowers developers to create meaningful tools in no time. This one’s designed for couples therapy. #AIcoding #DevTools https://t.co/L2l7tXWmKp